update on the m_af

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_0.csv

@@ -20,3 +20,63 @@ max val,0.0,0.8094397204431001,0.965519626511375,0.9686809511061086,0.6973739143
 max val ml,0.0,0.8101251129551628,0.9646579209182955,0.968556045534892,0.6971591926648578,-1.620748771828822
 lower bound,0.0,0.790848017549548,0.9415033110061262,0.9653937906136589,0.6933570794319068,-1.6481927880078011
 higher bound,0.0,0.8285546112098839,0.9896709812334449,0.9719707617203921,0.7012978534740703,-1.5894463475824807
+max val,0.0,0.8093409589608125,0.965116847099679,0.9686955440332712,0.6973584568376483,-1.618998777681755
+max val ml,0.0,0.8094258875163055,0.9658631236557897,0.9686597432991768,0.6973942331261644,-1.621223053826359
+lower bound,0.0,0.7911718642464489,0.9414770169802767,0.965445144233867,0.6934391351585465,-1.6482580096791812
+higher bound,0.0,0.8282127320131425,0.9897741916680314,0.9719587491021799,0.7012972248441499,-1.5886722458330418
+max val,0.0,0.809559303369495,0.9654723046079342,0.9686859850323941,0.6973513438594391,-1.6190086351289459
+max val ml,0.0,0.8094788424266197,0.9651354276761841,0.9687791311299443,0.6974194402072711,-1.6207189825644228
+lower bound,0.0,0.7909447572399421,0.9415405015355229,0.9654470865728226,0.6934489377671756,-1.647843269836823
+higher bound,0.0,0.8282860498199838,0.9893540155724102,0.9719579646520355,0.7012709331155169,-1.5890755737031839
+max val,0.2,0.8122070135416399,0.973369847674118,0.9685630669386149,0.697486843713923,-1.6462778052681468
+max val ml,0.2,0.8121670749312347,0.9737395410583141,0.9685034773245365,0.6974575283135914,-1.6462761248584847
+lower bound,0.2,0.7943802888843368,0.9502722754789213,0.9653677433972936,0.6936364328979899,-1.6754715360550207
+higher bound,0.2,0.8311717239881261,0.9969938226432526,0.9717799693250284,0.7013165409437904,-1.6161361345787881
+max val,0.4,0.8139858259863781,0.9783993974216789,0.9684982094836005,0.6975957725085774,-1.6636936136332352
+max val ml,0.4,0.8150267191506231,0.978459292550299,0.9683121877837684,0.6973722822579745,-1.6651217351972711
+lower bound,0.4,0.7962206279446686,0.9556107369465431,0.9653702964234765,0.6938030840105802,-1.6923092180474557
+higher bound,0.4,0.8320954137856935,1.0012394370240534,0.9716274402710607,0.7013785625807388,-1.6341303938533969
+max val,0.8,0.8175089745965354,0.9889770476819518,0.9683327143487093,0.6977991226906124,-1.7001187154844004
+max val ml,0.8,0.8170318716505425,0.9883491319398392,0.9684960865205203,0.6979800907045689,-1.7011789903602867
+lower bound,0.8,0.8000814739732101,0.9660654564945546,0.9652935529820958,0.694071758610502,-1.7289618152216235
+higher bound,0.8,0.8354473187533802,1.0114642530198945,0.9713726962782328,0.7014655798687148,-1.6709101322790723
+max val,1.2,0.8213679852354792,0.9996284843694041,0.9681148206698267,0.6979083253852129,-1.7381690646339294
+max val ml,1.2,0.8201504052683585,0.999335522580359,0.9683192707476722,0.698151873327236,-1.7390509604907223
+lower bound,1.2,0.8042766717657067,0.9784629243995604,0.9651041249641066,0.694220892675423,-1.7670067613739846
+higher bound,1.2,0.8393020235935893,1.021225909164612,0.9711195934558621,0.7015256717962153,-1.7077254920821985
+max val,2.0,0.8286800291377131,1.0215160429047903,0.9676789084583843,0.6981665378601484,-1.8159420759327976
+max val ml,2.0,0.8281365894233123,1.0210407276163291,0.9678296938939654,0.6983769249768214,-1.817552487757542
+lower bound,2.0,0.8124871591079712,1.0013023015083962,0.9649261963646829,0.694816049644267,-1.8448174691233916
+higher bound,2.0,0.845021047028867,1.0414484441733192,0.97042926340167,0.7014909991644914,-1.7862055759436712
+max val,2.5,0.8333162914567733,1.0353861883216935,0.9673549680058711,0.6982463948634597,-1.8664263942972283
+max val ml,2.5,0.8332055023878593,1.0368991037685338,0.9673092912733967,0.6982156873884203,-1.8677364632407958
+lower bound,2.5,0.8176524845204727,1.0157054580068132,0.9646453281324487,0.6949527707636327,-1.8958008840706526
+higher bound,2.5,0.8494759345076591,1.0546448845041938,0.970039241985517,0.7015103310958851,-1.8369419928792254
+max val,5.0,0.8562387311593067,1.1048900962073278,0.9653491489264228,0.6982754572143989,-2.1403886971398514
+max val ml,5.0,0.8568923954077506,1.1050923144123417,0.9652501156454323,0.6981803327349835,-2.1410992237845328
+lower bound,5.0,0.8435331237256429,1.0899796793482908,0.9632175278191986,0.6956454536007305,-2.1698035848928114
+higher bound,5.0,0.8693979589934064,1.1199994884238922,0.9674584509723032,0.7008167107832647,-2.1111892842809574
+max val,7.5,0.8782842891061697,1.1698609973023952,0.9629138194072313,0.6975278656654409,-2.4473764905350635
+max val ml,7.5,0.8780637520464227,1.169250243463523,0.9629426264959775,0.6975453674172397,-2.4511801434304417
+lower bound,7.5,0.8681514661653897,1.1581900992956806,0.9613177560094248,0.6955596708131189,-2.476667188556135
+higher bound,7.5,0.888499924728871,1.1815042981021193,0.9645131902127919,0.6995054230827134,-2.417519534471822
+max val,10.0,0.8976772643270197,1.225965233668437,0.9605310471717938,0.6964933411376564,-2.788043363513175
+max val ml,10.0,0.8980783137735222,1.2263438027164828,0.9604833072612198,0.6964059400260203,-2.7909394710765802
+lower bound,10.0,0.8897402197786604,1.2170533290166134,0.9593196486320821,0.6949724886043336,-2.8186409310617693
+higher bound,10.0,0.9058099494551473,1.2348229238467552,0.9617019028465095,0.6979604343073088,-2.7577327874178366
+max val,12.0,0.911086469472524,1.2636678093546618,0.9587684653334632,0.6955824459126759,-3.0863562360472194
+max val ml,12.0,0.9113970541638226,1.2633748409275236,0.9587551622600989,0.6955278818121946,-3.089218762879021
+lower bound,12.0,0.9045580545462235,1.2565443852314286,0.9578208558650165,0.6943785388692578,-3.117737448906449
+higher bound,12.0,0.9176382331721875,1.2707408225543781,0.95971184470124,0.6967587707986914,-3.0536733785309664
+max val,15.0,0.9272674043449587,1.3078176027295858,0.9565623037483812,0.6942826624663461,-3.591024952781396
+max val ml,15.0,0.9275097872229705,1.308053518322043,0.9565299301768697,0.6942214640973791,-3.5936232408035274
+lower bound,15.0,0.9226693152195534,1.3029151648254595,0.9559253563539202,0.6934760653880842,-3.62763635591298
+higher bound,15.0,0.9319237477364573,1.31269139246233,0.9572046396135657,0.6951064939893776,-3.554609732240415
+max val,18.0,0.9399483798378772,1.3389042940100648,0.954754247168764,0.6930155037538932,-4.243528352471415
+max val ml,18.0,0.9398194185178881,1.3390389880554574,0.9547787318649696,0.6930516322852225,-4.2428002676501855
+lower bound,18.0,0.9367216230957964,1.3354659622610923,0.954312041664106,0.6924497963013764,-4.303467709799996
+higher bound,18.0,0.9432355464052791,1.3423872186319847,0.9551924137246575,0.6935802395680628,-4.187233629761149
+max val,20.0,0.9479634956750482,1.3537908532815914,0.9535778985056478,0.6919921991198028,-4.892621310869536
+max val ml,20.0,0.9475967691684015,1.3536161168630376,0.9536295898708538,0.6920700382333643,-4.897422031564357
+lower bound,20.0,0.9451437540510386,1.3507719916579637,0.9532271832190513,0.691527173677381,-5.032641091368166
+higher bound,20.0,0.9506930952842518,1.3567128866183407,0.9539508745011693,0.6924702664710182,-4.77674775146

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax0_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_0.csv

@@ -12,3 +12,18 @@ n,id,t_shift,dlogz,dlogz_err
 0.0,305.0,0.0,-73657.98694271696,0.11567553242282512
 0.0,305.0,0.0,-73658.04403643479,0.11569482774521367
 0.0,305.0,0.0,-73657.90025304604,0.11546046648333361
+0.0,305.0,0.0,-73650.16067034911,0.09725055599267338
+0.0,305.0,0.0,-73658.45056573242,0.11670185019380899
+0.0,305.0,0.2,-73349.25643142906,0.11747622341452386
+0.0,305.0,0.4,-73142.09928575085,0.11668712276614147
+0.0,305.0,0.8,-72728.3814643333,0.1177504210617825
+0.0,305.0,1.2,-72313.24079166305,0.11798902373759716
+0.0,305.0,2.0,-71479.73823771642,0.11813658738021342
+0.0,305.0,2.5,-70956.82089645947,0.11800657530602666
+0.0,305.0,5.0,-68323.73534096875,0.120789102353623
+0.0,305.0,7.5,-65665.0694412087,0.12244233349387597
+0.0,305.0,10.0,-62995.29051566549,0.12535266901264644
+0.0,305.0,12.0,-60860.96382297498,0.12661746521987746
+0.0,305.0,15.0,-57685.494880853046,0.1291616349930313
+0.0,305.0,18.0,-54585.41923663549,0.13052592950510278
+0.0,305.0,20.0,-52612.667139922894,0.13290600264009497